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检查加拿大努纳武特地区克里第一民族社区 2 型糖尿病成年人环境污染物混合物。

Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada.

机构信息

Health Studies, and the Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada.

Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada.

出版信息

Sci Rep. 2019 Nov 4;9(1):15909. doi: 10.1038/s41598-019-52200-x.

Abstract

Type 2 diabetes mellitus (T2DM) disproportionately affects Indigenous populations. It is possible that exposure to complex mixtures of environmental contaminants contribute to T2DM development. This study examined the association between complex environmental contaminant mixtures and T2DM among Canadian Indigenous communities from the Eeyou Istchee territory, Quebec, Canada. Using data from the cross-sectional Multi-Community Environment-and-Health Study (2005-2009) Principal Component Analysis (PCA) was used to reduce the dimensionality of the following contaminants: 9-polychlorinated biphenyl congeners; 7-organic pesticides; and 4-metal/metalloids. Following this data reduction technique, we estimated T2DM prevalence ratios (PR) and 95% confidence intervals using modified Poisson regression with robust error variance across derived principal components, adjusting for a priori covariates. For both First Nation adult males (n = 303) and females (n = 419), factor loadings showed dichlorodiphenyltrichloroethane (DDT) and lead (Pb) highly loaded on the second principal component (PC) axis: DDT negatively loaded, and Pb positively loaded. T2DM was significantly associated with PC-2 across all adjusted models. Because PCA produces orthogonal axes, increasing PC-2 scores in the fully adjusted model for females and males showed (PR = 0.84; 95% CI 0.72, 0.98) and (PR = 0.78; 95% CI 0.62, 0.98), respectively. This cross-sectional study suggests that our observed association with T2DM is the result of DDT, and less likely the result of Pb exposure. Further, detectable levels of DDT among individuals may possibly contribute to disease etiology.

摘要

2 型糖尿病(T2DM)在原住民群体中发病率不成比例。接触复杂的环境污染物混合物可能导致 T2DM 的发生。本研究调查了加拿大魁北克伊休休地区加拿大原住民社区中复杂环境污染物混合物与 T2DM 之间的关系。使用来自横断面多社区环境与健康研究(2005-2009 年)的资料,主成分分析(PCA)用于降低以下污染物的维度:9 种多氯联苯同系物;7 种有机杀虫剂;和 4 种金属/类金属。在进行这种数据降维技术之后,我们使用经过修正的泊松回归模型来估计 T2DM 的患病率比值(PR)和 95%置信区间,方法是在源自主要成分的各部分之间采用稳健的误差方差,并对先验协变量进行调整。对于第一民族的成年男性(n=303)和女性(n=419),因子负荷显示滴滴涕(DDT)和铅(Pb)在第二主成分(PC)轴上高度加载:DDT 呈负向加载,而 Pb 呈正向加载。在所有调整后的模型中,T2DM 与 PC-2 显著相关。由于 PCA 产生正交轴,因此在女性和男性的完全调整模型中,PC-2 得分的增加表明(PR=0.84;95%CI 0.72, 0.98)和(PR=0.78;95%CI 0.62, 0.98)。这项横断面研究表明,我们观察到的与 T2DM 的关联是 DDT 的结果,而不太可能是 Pb 暴露的结果。此外,个体中可检测到的 DDT 水平可能有助于疾病的病因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/18b0/6828760/efeff49b2602/41598_2019_52200_Fig1_HTML.jpg

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